WASHINGTON—The Obama administration presented its case for possible military action against Syria to congressional leaders, including evidence from an intercepted phone call involving a high-level Syrian official, which a lawmaker said officials offered as proof of a government chemical-weapons attack.

The evidence was part of a 90-minute, unclassified briefing delivered to the congressional leaders in a conference call Thursday...